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Recognizing breathing rate and movement while sleeping in home environment

  • The recovery of our body and brain from fatigue directly depends on the quality of sleep, which can be determined from the results of a sleep study. The classification of sleep stages is the first step of this study and includes the measurement of vital data and their further processing. The non-invasive sleep analysis system is based on a hardware sensor network of 24 pressure sensors providing sleep phase detection. The pressure sensors are connected to an energy-efficient microcontroller via a system-wide bus. A significant difference between this system and other approaches is the innovative way in which the sensors are placed under the mattress. This feature facilitates the continuous use of the system without any noticeable influence on the sleeping person. The system was tested by conducting experiments that recorded the sleep of various healthy young people. Results indicate the potential to capture respiratory rate and body movement.

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Metadaten
Author:Maksym GaidukORCiD, Ralf SeepoldORCiDGND, Natividad Martínez MadridORCiD, Simone OrcioniORCiD, Massimo ContiORCiD
DOI:https://doi.org/10.1007/978-3-030-37277-4_38
ISBN:978-3-030-37276-7
ISBN:978-3-030-37277-4
Parent Title (English):Applications in Electronics Pervading Industry, Environment and Society : APPLEPIES 2019, 11. - 13. September 2019, Pisa, Italy, (Lecture Notes in Electrical Engineering ; Vol. 627)
Publisher:Springer
Place of publication:Cham
Document Type:Conference Proceeding
Language:English
Year of Publication:2020
Release Date:2020/06/04
Tag:Breathing rate; Pressure sensors; Sleep study
First Page:333
Last Page:339
Institutes:Fakultät Informatik
Relevance:Keine peer reviewed Publikation (Wissenschaftlicher Artikel und Aufsatz, Proceeding, Artikel in Tagungsband)
Open Access?:Nein
Licence (English):License LogoLizenzbedingungen Springer